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Real Chemistry

Delivers AI-powered, patient-centered healthcare experiences

Measurement Data & Analytics

Data ManagementUpdated on Nov 12
Full-time$90k - $110k

About the Job

Requirements

  • Strong SQL and Python skills, preferably in a Databricks environment.
  • Experience using ETL tools and data manipulation concepts, such as Funnel.io, dbt, or similar applications.
  • Comfort partnering with Data Engineering on data sources, schemas, and refresh logic.
  • Deep analytical and problem-solving skills related to data storage and structure for reporting.
  • Experience reviewing data logic, KPI definitions, and quality assurance outputs.
  • Basic business intelligence skills, including Tableau or Power BI, data modeling, dashboard structure, calculated fields, usability, and data storytelling.
  • Strong written and verbal communication with technical and non-technical stakeholders.
  • Ability to translate complex business reporting requests into modeled data to support current and future analysis.

Responsibilities

  • Coordinate the onboarding of new client data sources and data feeds.
  • Partner with Data Engineering to ensure successful ingestion of data into Databricks.
  • Monitor data delivery schedules and ingestion processes.
  • Maintain source documentation, field mappings, and data inventories.
  • Work directly with internal teams and external partners to resolve source-related issues.
  • Monitor data freshness, completeness, and accuracy across client datasets.
  • Perform ongoing quality assurance and reconciliation checks.
  • Investigate missing, unexpected, or inconsistent data.
  • Escalate, coordinate, and resolve remediation efforts with the appropriate teams.
  • Maintain documentation of data quality findings and resolutions.
  • Support the development of automated data quality checks and monitoring processes.
  • Develop and maintain client-specific standard, custom, and master tables and reporting views within Databricks based on a medallion architecture.
  • Assist with transforming and standardizing data from multiple sources into reporting-ready structures.
  • Solve problems and help build solutions related to the data model to meet evolving reporting and analysis needs.
  • Document business rules, transformation logic, and metric definitions.
  • Support maintenance of reusable reporting datasets and standardized data models.
  • Act as the primary point of contact for routine data-related questions.
  • Partner with Client Services, Media, Strategy, and Data teams to align on data outputs and expectations.
  • Work with analysts and measurement leads to understand reporting requirements, translate them into technical requirements, and provide database-modeled data for reporting.
  • Communicate data issues, impacts, and resolutions to stakeholders.
  • Assist with troubleshooting data discrepancies impacting reporting deliverables.
  • Support Power BI developers and business analysts with data-related questions.
  • Assist with report validation and troubleshooting.
  • Help verify that data displayed in dashboards aligns with source systems and business requirements.
  • Provide support for semantic models and reporting datasets when needed.

Desired Qualifications

  • Pharma, HCP, or healthcare media analytics experience, including experience with media PLD (Physician Level Data).
  • Digital media measurement expertise, including media KPIs, attribution concepts, and omnichannel analysis.
  • Experience inheriting or stabilizing existing data warehouse schemas.

About the Company

Real Chemistry

Delivers AI-powered, patient-centered healthcare experiences

Real Chemistry helps healthcare brands grow by creating AI-powered, customer-centered healthcare experiences. Its approach blends data-driven insights with cross-disciplinary teams to design and deliver programs, messaging, and channels for patients, providers, and payers. By combining AI-enabled solutions with deep healthcare expertise, it focuses on turning commercial goals into better patient outcomes. Its goal is to transform healthcare by aligning business success with meaningful, patient-centered experiences.

Company size
1,001-5,000
Company stage
Not listed
Total funding
Not listed
Headquarters
San Francisco, CA
Founded
2001

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